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Authors: Cecília Lantos 1 ; Rafik Borji 2 ; Stéphane Douady 3 ; Karolos Grigoriadis 2 ; Kirill Larin 2 and Matthew A. Franchek 2

Affiliations: 1 University of Houston, Paris Diderot University and Budapest University of Technology and Economics, United States ; 2 University of Houston, United States ; 3 Paris Diderot University, France

ISBN: 978-989-758-014-7

Keyword(s): Optical Coherence Tomography, Tissue Characterization, Medical Diagnostics, Cancer, Liposarcoma, Model-based, Imaging.

Related Ontology Subjects/Areas/Topics: Bioimaging ; Biomedical Engineering ; Medical Imaging and Diagnosis ; Ultrasound and Optical Imaging

Abstract: Structural property of the tissue can be quantified by its optical scattering properties. Since a tumor is differentiated from healthy tissue based on morphological analysis, model-based approach to cancer diagnosis is developed. The scattering property is measured using Optical Coherence Tomography. The structural subsurface images from the measurements are described quantitatively. A parametric model is developed to classify tissue as healthy or cancerous. A statistical model-based imaging method is created to distinguish healthy vs. cancerous soft tissue using the example of human Normal Fat vs. Well-Differentiated- (WD-), and De-Differentiated Liposarcoma (DDLS).

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Paper citation in several formats:
Lantos C., Borji R., Douady S., Grigoriadis K., Larin K. and A. Franchek M. (2014). Model-based Approach to Tissue Characterization using Optical Coherence Tomography.In Proceedings of the International Conference on Bioimaging - Volume 1: BIOIMAGING, (BIOSTEC 2014) ISBN 978-989-758-014-7, pages 19-27. DOI: 10.5220/0004805500190027

@conference{bioimaging14,
author={Cecília Lantos and Rafik Borji and Stéphane Douady and Karolos Grigoriadis and Kirill Larin and Matthew A. Franchek},
title={Model-based Approach to Tissue Characterization using Optical Coherence Tomography},
booktitle={Proceedings of the International Conference on Bioimaging - Volume 1: BIOIMAGING, (BIOSTEC 2014)},
year={2014},
pages={19-27},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004805500190027},
isbn={978-989-758-014-7},
}

TY - CONF

JO - Proceedings of the International Conference on Bioimaging - Volume 1: BIOIMAGING, (BIOSTEC 2014)
TI - Model-based Approach to Tissue Characterization using Optical Coherence Tomography
SN - 978-989-758-014-7
AU - Lantos C.
AU - Borji R.
AU - Douady S.
AU - Grigoriadis K.
AU - Larin K.
AU - A. Franchek M.
PY - 2014
SP - 19
EP - 27
DO - 10.5220/0004805500190027

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